What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Discover awesome MCP servers.
JanithSilva
MCP server that provides tools for metadata retrieval from SharePoint and entity retrieval from a Neo4j knowledge graph using semantic similarity search.
slookisen
aimcp
The portal for aimcp
provnai
Open-source MCP security gateway that sits between AI agents and MCP servers to inspect tool calls before execution, enforce layered policy, constrain risky operations, and emit audit logs.
bluetieroperations-create
A single `forecast` tool your agent calls before any irreversible action (send money, run SQL, delete data, post content). Returns a risk score (0–100), a reversibility class, named red flags from 28 failure modes, and a gate: proceed / confirm / human-required.
karolswdev
ucesys
lenderwiki
MCP server for LenderWiki — search, compare, and analyze 13,000+ US consumer lenders from any AI assistant
claracarspt
MCP server for Clara Carros — search used & imported cars in Portugal, calculate ISV/IUC taxes with the official PT formulas, estimate resale/buy-out value, and get in touch. Open-source (MIT) wrapper over the public claracars.pt API.
johnrich85
Listable is a platform for building directory websites — restaurant guides, business directories, travel listings, niche curated sites. Its MCP (Model Context Protocol) server exposes every site-management operation as a structured tool that AI assistants can call.
aliyun
An MCP server for Alibaba Cloud ESA (Edge Security Acceleration).
mailmodo
Mailmodo MCP server to interact with Mailmodo APIs listed here. https://www.mailmodo.com/developers/8e957152b6128-getting-started-with-mailmodo-api
h4ck4life
Sonjuane
sam-moreton
Generate QR codes and create, edit & track dynamic (editable) QR codes with scan analytics — over a hosted MCP server (Streamable HTTP) plus a free REST API. Tools: generate_qr (no key), create/update/list/delete dynamic codes, get_scans, folders and themes. Free, no watermark. E
NovaVoyager
用以访问基于位置的天气数据,包括实况天气、30天预报、逐小时预报、空气质量AQI,灾害预警、分钟级降水、生活指数等天气数据服务
Keeper-Security
Keeper Secrets Manager - MCP (Model Context Protocol) server implementation
ISADBA
fullstackcoffe-mcp-server
dazeb
A memory system for Cline that tracks progress between conversations. Avoid large token usage!
jnMetaCode
lesir831
哔哩哔哩视频字幕、评论、弹幕获取
Wayfinder-Foundry
About
bbak
Monte-Carlo-Simulation Forecasting and various statistical methods to assess the stability of the flow and diagnose flow issues.
cambium-ai
Cambium PM MCP turns Claude into a product workflow tool by bringing synthetic personas, grounded in public demographic and market data, into your sessions. Use it to validate ideas, pressure-test launch plans, and triage backlog items against different segments.
Weavy-AI
MATCHUP-LABS
Official NYC property, building, and venue intelligence for AI agents. Use when the user is asking about a specific NYC address, landlord or building risk, open violations or complaints, or restaurant/venue safety and quality in a neighborhood. Example user requests: "Is this a b
githubpradeep
fak111
A local knowledge management MCP server built with FastMCP framework.
lutfi-haslab
ibrahimsaleem
Repository for creating an automatic pentesting agent using MCP servers.
MCP-Mirror
Mirror of
WillDent
Lillard01
chatExcel - 基于模型上下文协议(MCP)的Excel智能处理与数据分析服务器,专为Excel文件智能解析、数据处理、代码执行以及交互式图表生成而设计。支持复杂Excel格式处理、智能参数推荐、代码模板生成和高级数据可视化。
almega-ai
Give your AI agents a wallet they can't abuse. Almega is an MCP server that puts a control layer in front of every payment: per-agent spending limits, allow-listed categories, 1-click human approval on sensitive transactions, and a full audit ledger. Two backends ship in one file
osaken55
elliottlawson
MCP server for interacting with Sentry
OTA-EITA
1595901624
natan04
khai01
MCP Server 구축과 활용
revit-mcp
yhyyz
MSK and MirrorMaker2 on MSK connector managed through MCP server
wertpoiu
Timmy9527
junter1989k-ai
Issue Vietnam e-invoices (hoa don dien tu) via your MISA meInvoice account — create, sign merchant-side, publish, query. Stateless BYO
comeonzhj
调用即梦 API 生成图片
kindrat86
Compliance & verification toolkit for AI agents. Screen counterparties against real OFAC sanctions data (782 crypto wallets + 19,086 names + 16 embargoed jurisdictions), score transaction fraud risk before payment, Know-Your-Agent trust scoring. MCP + HTTP + CLI. Free, no API key
alpacahq
With Alpaca's MCP server, you can:
Sowiedu
Agent-first programming language designed exclusively for AI agents. Programs are JSON ASTs — no text syntax, no parser. The compiler validates structure, resolves names, checks types and effects, verifies contracts via Z3/SMT, and compiles to WebAssembly. 19 MCP tools cover the
vtjc2002
Semantic Kernel with MCP server/client sample using SSE transport protocal
Meerkats-Ai
hatch-mcp-server
lokesMCI
The future of development is here, this repo integrates various MCP servers and gives a Agent Client implementation - called AgentX to use those MCP servers to Solve real world problems
rocnubie
A Model Context Protocol server that exposes the canonical Tiramisu AI knowledge surface — official site information, pricing, FAQ, official links — to MCP-compatible AI clients such as Claude Desktop, Cursor, Windsurf, and Continue. Read-only, no API keys, no quota, ~50 ms cold
joshua400
Multilingual intelligence + memory + safety + voice layer for autonomous AI agents
Gitmaxd
MCP server for Dub.co link shortener API integration
UniRate-API
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat + major crypto), historical data back to 1999, free tier, MIT-licensed. Stdio + Streamable HTTP/SSE transports. Tools: convert, latest_rate, historical_rate, list_currencies.
remleo
An MCP server that gives AI agents deep understanding of C# codebases via Roslyn — type search, dependency graphs, usage analysis, and architecture overviews, all from a live in-memory compilation.
jerryqx
mcp-server-weixin
duke0317
一个基于 Model Context Protocol (MCP) 的专业图片处理服务器,提供全面的图片处理功能。
dhyabi2
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.